{"id":"W2969810241","doi":"10.1177/1078155219868525","title":"External contamination of antineoplastic drug containers from a Canadian wholesaler","year":2019,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Docetaxel; Ifosfamide; Vinorelbine; Vial; Drug packaging; Antineoplastic Drugs; Contamination; Medicine; Irinotecan; Paclitaxel; Camptothecin; Pharmacology; Chemotherapy; Surgery; Chromatography; Internal medicine; Cancer; Chemistry; Cisplatin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002916581,0.0001908935,0.0006807977,0.0004436601,0.000166966,0.00001073348,0.0003650593,0.0001480886,0.001817909],"category_scores_gemma":[0.003996111,0.0001695271,0.0001248094,0.000196358,0.00008158675,0.0008564642,0.00006108731,0.001583815,0.0005249116],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005374778,"about_ca_system_score_gemma":0.007280507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0328477,"about_ca_topic_score_gemma":0.009680729,"domain_scores_codex":[0.9961285,0.00130403,0.001415398,0.0001971909,0.00047766,0.0004772456],"domain_scores_gemma":[0.9825754,0.01213625,0.003178619,0.0001834859,0.001547253,0.0003789616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009043268,0.0008549231,0.8671941,0.0002599226,0.00102934,0.001409718,0.01384337,0.0003285045,0.04487593,0.0009834578,0.04424676,0.01593067],"study_design_scores_gemma":[0.02292656,0.00067628,0.1327845,0.0009674801,0.0009648174,0.0005028326,0.0131433,0.001141091,0.001322766,0.0001348046,0.8251106,0.0003248859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631832,0.0003323153,0.000597624,0.008968264,0.006113637,0.0004063457,0.00003102086,0.00001302796,0.02035461],"genre_scores_gemma":[0.9910507,0.0002106172,0.003176238,0.003644301,0.0008371341,0.000004650617,0.000007018818,0.00003148527,0.00103789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7808639,"threshold_uncertainty_score":0.9990945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462344030850478,"score_gpt":0.4380226005028351,"score_spread":0.4033991601943304,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}